For our use case, it just wasn't the right fit. In particular: 1) we needed more features/performance than Mongo's aggregation framework provided, 2) the mongod global lock was prohibitive for our write throughout (turning off fsync wasn't suitable), 3) schema migrations were difficult/impossible without transactional guarantees.

It seems like Mongo's addressed some of these concerns since we started building Heap.